Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 199522 |
| Missing cells | 874 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 3229 |
| Duplicate rows (%) | 1.6% |
| Total size in memory | 416.5 MiB |
| Average record size in memory | 2.1 KiB |
Variable types
| CAT | 32 |
|---|---|
| NUM | 10 |
Reproduction
| Analysis started | 2020-03-25 03:43:24.021480 |
|---|---|
| Analysis finished | 2020-03-25 03:48:39.512787 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 3229 (1.6%) duplicate rows | Duplicates |
state of previous residence has a high cardinality: 51 distinct values | High cardinality |
state of previous residence is highly correlated with region of previous residence | High Correlation |
region of previous residence is highly correlated with state of previous residence | High Correlation |
detailed household summary in household is highly correlated with detailed household and family stat | High Correlation |
detailed household and family stat is highly correlated with detailed household summary in household | High Correlation |
live in this house 1 year ago is highly correlated with migration code-change in msa and 4 other fields | High Correlation |
migration code-change in msa is highly correlated with live in this house 1 year ago and 1 other fields | High Correlation |
migration code-change in reg is highly correlated with live in this house 1 year ago and 1 other fields | High Correlation |
migration code-move within reg is highly correlated with live in this house 1 year ago and 1 other fields | High Correlation |
migration prev res in sunbelt is highly correlated with live in this house 1 year ago and 1 other fields | High Correlation |
year is highly correlated with migration code-change in msa and 4 other fields | High Correlation |
dividends from stocks is highly skewed (γ1 = 27.78643274) | Skewed |
age has 2839 (1.4%) zeros | Zeros |
detailed industry recode has 100683 (50.5%) zeros | Zeros |
detailed occupation recode has 100683 (50.5%) zeros | Zeros |
wage per hour has 188218 (94.3%) zeros | Zeros |
capital gains has 192143 (96.3%) zeros | Zeros |
capital losses has 195616 (98.0%) zeros | Zeros |
dividends from stocks has 178381 (89.4%) zeros | Zeros |
num persons worked for employer has 95982 (48.1%) zeros | Zeros |
weeks worked in year has 95982 (48.1%) zeros | Zeros |
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.494005673559805 |
|---|---|
| Minimum | 0 |
| Maximum | 90 |
| Zeros | 2839 |
| Zeros (%) | 1.4% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 15 |
| median | 33 |
| Q3 | 50 |
| 95-th percentile | 75 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 22.31078458 |
|---|---|
| Coefficient of variation (CV) | 0.6468017889 |
| Kurtosis | -0.7327995225 |
| Mean | 34.49400567 |
| Median Absolute Deviation (MAD) | 18.53511757 |
| Skewness | 0.3732980656 |
| Sum | 6882313 |
| Variance | 497.7711085 |
| Value | Count | Frequency (%) | |
| 34 | 3489 | 1.7% | |
| 35 | 3450 | 1.7% | |
| 36 | 3353 | 1.7% | |
| 31 | 3351 | 1.7% | |
| 33 | 3340 | 1.7% | |
| 5 | 3332 | 1.7% | |
| 4 | 3318 | 1.7% | |
| 3 | 3279 | 1.6% | |
| 37 | 3278 | 1.6% | |
| 38 | 3277 | 1.6% | |
| Other values (81) | 166055 | 83.2% |
| Value | Count | Frequency (%) | |
| 0 | 2839 | 1.4% | |
| 1 | 3138 | 1.6% | |
| 2 | 3236 | 1.6% | |
| 3 | 3279 | 1.6% | |
| 4 | 3318 | 1.7% |
| Value | Count | Frequency (%) | |
| 90 | 725 | 0.4% | |
| 89 | 195 | 0.1% | |
| 88 | 241 | 0.1% | |
| 87 | 301 | 0.2% | |
| 86 | 348 | 0.2% |
class of worker
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Private | |
| Self-employed-not incorporated | 8445 |
| Local government | 7784 |
| State government | 4227 |
| Other values (4) | 6794 |
| Value | Count | Frequency (%) | |
| Not in universe | 100244 | 50.2% | |
| Private | 72028 | 36.1% | |
| Self-employed-not incorporated | 8445 | 4.2% | |
| Local government | 7784 | 3.9% | |
| State government | 4227 | 2.1% | |
| Self-employed-incorporated | 3265 | 1.6% | |
| Federal government | 2925 | 1.5% | |
| Never worked | 439 | 0.2% | |
| Without pay | 165 | 0.1% |
Length
| Max length | 30 |
|---|---|
| Mean length | 13.02114554 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 72.4% | |
| Uppercase_Letter | 6 | 20.7% | |
| Space_Separator | 1 | 3.4% | |
| Dash_Punctuation | 1 | 3.4% |
| Value | Count | Frequency (%) | |
| Latin | 27 | 93.1% | |
| Common | 2 | 6.9% |
| Value | Count | Frequency (%) | |
| ASCII | 29 | 100.0% |
| Distinct count | 52 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.352397229378214 |
|---|---|
| Minimum | 0 |
| Maximum | 51 |
| Zeros | 100683 |
| Zeros (%) | 50.5% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 33 |
| 95-th percentile | 44 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 18.06714138 |
|---|---|
| Coefficient of variation (CV) | 1.176828681 |
| Kurtosis | -1.501116 |
| Mean | 15.35239723 |
| Median Absolute Deviation (MAD) | 17.05560526 |
| Skewness | 0.5166794876 |
| Sum | 3063141 |
| Variance | 326.4215977 |
| Value | Count | Frequency (%) | |
| 0 | 100683 | 50.5% | |
| 33 | 17070 | 8.6% | |
| 43 | 8283 | 4.2% | |
| 4 | 5984 | 3.0% | |
| 42 | 4683 | 2.3% | |
| 45 | 4482 | 2.2% | |
| 29 | 4209 | 2.1% | |
| 37 | 4022 | 2.0% | |
| 41 | 3964 | 2.0% | |
| 32 | 3596 | 1.8% | |
| Other values (42) | 42546 | 21.3% |
| Value | Count | Frequency (%) | |
| 0 | 100683 | 50.5% | |
| 1 | 827 | 0.4% | |
| 2 | 2196 | 1.1% | |
| 3 | 563 | 0.3% | |
| 4 | 5984 | 3.0% |
| Value | Count | Frequency (%) | |
| 51 | 36 | < 0.1% | |
| 50 | 1704 | 0.9% | |
| 49 | 610 | 0.3% | |
| 48 | 652 | 0.3% | |
| 47 | 1644 | 0.8% |
| Distinct count | 47 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.306612804603 |
|---|---|
| Minimum | 0 |
| Maximum | 46 |
| Zeros | 100683 |
| Zeros (%) | 50.5% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 26 |
| 95-th percentile | 38 |
| Maximum | 46 |
| Range | 46 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 14.45421797 |
|---|---|
| Coefficient of variation (CV) | 1.278386217 |
| Kurtosis | -0.8965458871 |
| Mean | 11.3066128 |
| Median Absolute Deviation (MAD) | 12.89770471 |
| Skewness | 0.8292305119 |
| Sum | 2255918 |
| Variance | 208.9244173 |
| Value | Count | Frequency (%) | |
| 0 | 100683 | 50.5% | |
| 2 | 8756 | 4.4% | |
| 26 | 7887 | 4.0% | |
| 19 | 5413 | 2.7% | |
| 29 | 5105 | 2.6% | |
| 36 | 4145 | 2.1% | |
| 34 | 4025 | 2.0% | |
| 10 | 3683 | 1.8% | |
| 16 | 3445 | 1.7% | |
| 23 | 3392 | 1.7% | |
| Other values (37) | 52988 | 26.6% |
| Value | Count | Frequency (%) | |
| 0 | 100683 | 50.5% | |
| 1 | 544 | 0.3% | |
| 2 | 8756 | 4.4% | |
| 3 | 3195 | 1.6% | |
| 4 | 1364 | 0.7% |
| Value | Count | Frequency (%) | |
| 46 | 36 | < 0.1% | |
| 45 | 172 | 0.1% | |
| 44 | 1592 | 0.8% | |
| 43 | 1382 | 0.7% | |
| 42 | 1918 | 1.0% |
education
Categorical
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| High school graduate | |
|---|---|
| Children | |
| Some college but no degree | |
| Bachelors degree(BA AB BS) | |
| 7th and 8th grade | 8007 |
| Other values (12) |
| Value | Count | Frequency (%) | |
| High school graduate | 48406 | 24.3% | |
| Children | 47422 | 23.8% | |
| Some college but no degree | 27820 | 13.9% | |
| Bachelors degree(BA AB BS) | 19865 | 10.0% | |
| 7th and 8th grade | 8007 | 4.0% | |
| 10th grade | 7557 | 3.8% | |
| 11th grade | 6876 | 3.4% | |
| Masters degree(MA MS MEng MEd MSW MBA) | 6541 | 3.3% | |
| 9th grade | 6230 | 3.1% | |
| Associates degree-occup /vocational | 5358 | 2.7% | |
| Other values (7) | 15440 | 7.7% |
Length
| Max length | 38 |
|---|---|
| Mean length | 18.86397991 |
| Min length | 8 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 40.4% | |
| Uppercase_Letter | 13 | 27.7% | |
| Decimal_Number | 10 | 21.3% | |
| Space_Separator | 1 | 2.1% | |
| Open_Punctuation | 1 | 2.1% | |
| Close_Punctuation | 1 | 2.1% | |
| Other_Punctuation | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 68.1% | |
| Common | 15 | 31.9% |
| Value | Count | Frequency (%) | |
| ASCII | 47 | 100.0% |
| Distinct count | 1240 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.427185974479 |
|---|---|
| Minimum | 0 |
| Maximum | 9999 |
| Zeros | 188218 |
| Zeros (%) | 94.3% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 495 |
| Maximum | 9999 |
| Range | 9999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 274.8971148 |
|---|---|
| Coefficient of variation (CV) | 4.959607997 |
| Kurtosis | 155.2181323 |
| Mean | 55.42718597 |
| Median Absolute Deviation (MAD) | 104.5742276 |
| Skewness | 8.935073881 |
| Sum | 11058943 |
| Variance | 75568.42372 |
| Value | Count | Frequency (%) | |
| 0 | 188218 | 94.3% | |
| 500 | 734 | 0.4% | |
| 600 | 546 | 0.3% | |
| 700 | 534 | 0.3% | |
| 800 | 507 | 0.3% | |
| 1000 | 386 | 0.2% | |
| 425 | 376 | 0.2% | |
| 900 | 336 | 0.2% | |
| 550 | 280 | 0.1% | |
| 1200 | 256 | 0.1% | |
| Other values (1230) | 7349 | 3.7% |
| Value | Count | Frequency (%) | |
| 0 | 188218 | 94.3% | |
| 20 | 1 | < 0.1% | |
| 70 | 1 | < 0.1% | |
| 75 | 2 | < 0.1% | |
| 100 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 1 | < 0.1% | |
| 9916 | 1 | < 0.1% | |
| 9800 | 2 | < 0.1% | |
| 9400 | 2 | < 0.1% | |
| 9000 | 1 | < 0.1% |
enroll in edu inst last wk
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| High school | 6892 |
| College or university | 5688 |
| Value | Count | Frequency (%) | |
| Not in universe | 186942 | 93.7% | |
| High school | 6892 | 3.5% | |
| College or university | 5688 | 2.9% |
Length
| Max length | 21 |
|---|---|
| Mean length | 15.03287858 |
| Min length | 11 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 77.8% | |
| Uppercase_Letter | 3 | 16.7% | |
| Space_Separator | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 17 | 94.4% | |
| Common | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| ASCII | 18 | 100.0% |
marital stat
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Never married | |
|---|---|
| Married-civilian spouse present | |
| Divorced | 12710 |
| Widowed | 10462 |
| Separated | 3460 |
| Other values (2) | 2183 |
| Value | Count | Frequency (%) | |
| Never married | 86485 | 43.3% | |
| Married-civilian spouse present | 84222 | 42.2% | |
| Divorced | 12710 | 6.4% | |
| Widowed | 10462 | 5.2% | |
| Separated | 3460 | 1.7% | |
| Married-spouse absent | 1518 | 0.8% | |
| Married-A F spouse present | 665 | 0.3% |
Length
| Max length | 31 |
|---|---|
| Mean length | 19.99984463 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 65.4% | |
| Uppercase_Letter | 7 | 26.9% | |
| Space_Separator | 1 | 3.8% | |
| Dash_Punctuation | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 92.3% | |
| Common | 2 | 7.7% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
major industry code
Categorical
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe or children | |
|---|---|
| Retail trade | 17070 |
| Manufacturing-durable goods | 9015 |
| Education | 8283 |
| Manufacturing-nondurable goods | 6897 |
| Other values (19) |
| Value | Count | Frequency (%) | |
| Not in universe or children | 100683 | 50.5% | |
| Retail trade | 17070 | 8.6% | |
| Manufacturing-durable goods | 9015 | 4.5% | |
| Education | 8283 | 4.2% | |
| Manufacturing-nondurable goods | 6897 | 3.5% | |
| Finance insurance and real estate | 6145 | 3.1% | |
| Construction | 5984 | 3.0% | |
| Business and repair services | 5651 | 2.8% | |
| Medical except hospital | 4683 | 2.3% | |
| Public administration | 4610 | 2.3% | |
| Other values (14) | 30501 | 15.3% |
Length
| Max length | 35 |
|---|---|
| Mean length | 23.39613175 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 55.3% | |
| Uppercase_Letter | 15 | 39.5% | |
| Space_Separator | 1 | 2.6% | |
| Dash_Punctuation | 1 | 2.6% |
| Value | Count | Frequency (%) | |
| Latin | 36 | 94.7% | |
| Common | 2 | 5.3% |
| Value | Count | Frequency (%) | |
| ASCII | 38 | 100.0% |
major occupation code
Categorical
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Adm support including clerical | 14837 |
| Professional specialty | 13940 |
| Executive admin and managerial | 12495 |
| Other service | 12099 |
| Other values (10) |
| Value | Count | Frequency (%) | |
| Not in universe | 100683 | 50.5% | |
| Adm support including clerical | 14837 | 7.4% | |
| Professional specialty | 13940 | 7.0% | |
| Executive admin and managerial | 12495 | 6.3% | |
| Other service | 12099 | 6.1% | |
| Sales | 11783 | 5.9% | |
| Precision production craft & repair | 10518 | 5.3% | |
| Machine operators assmblrs & inspctrs | 6379 | 3.2% | |
| Handlers equip cleaners etc | 4127 | 2.1% | |
| Transportation and material moving | 4020 | 2.0% | |
| Other values (5) | 8641 | 4.3% |
Length
| Max length | 37 |
|---|---|
| Mean length | 19.76420144 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 22 | 64.7% | |
| Uppercase_Letter | 10 | 29.4% | |
| Space_Separator | 1 | 2.9% | |
| Other_Punctuation | 1 | 2.9% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 94.1% | |
| Common | 2 | 5.9% |
| Value | Count | Frequency (%) | |
| ASCII | 34 | 100.0% |
race
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| White | |
|---|---|
| Black | 20415 |
| Asian or Pacific Islander | 5835 |
| Other | 3657 |
| Amer Indian Aleut or Eskimo | 2251 |
| Value | Count | Frequency (%) | |
| White | 167364 | 83.9% | |
| Black | 20415 | 10.2% | |
| Asian or Pacific Islander | 5835 | 2.9% | |
| Other | 3657 | 1.8% | |
| Amer Indian Aleut or Eskimo | 2251 | 1.1% |
Length
| Max length | 27 |
|---|---|
| Mean length | 5.833101112 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 16 | 66.7% | |
| Uppercase_Letter | 7 | 29.2% | |
| Space_Separator | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 23 | 95.8% | |
| Common | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| ASCII | 24 | 100.0% |
hispanic origin
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 874 |
| Missing (%) | 0.4% |
| Memory size | 1.5 MiB |
| All other | |
|---|---|
| Mexican-American | 8079 |
| Mexican (Mexicano) | 7234 |
| Central or South American | 3895 |
| Puerto Rican | 3313 |
| Other values (4) | 4221 |
| Value | Count | Frequency (%) | |
| All other | 171906 | 86.2% | |
| Mexican-American | 8079 | 4.0% | |
| Mexican (Mexicano) | 7234 | 3.6% | |
| Central or South American | 3895 | 2.0% | |
| Puerto Rican | 3313 | 1.7% | |
| Other Spanish | 2485 | 1.2% | |
| Cuban | 1126 | 0.6% | |
| Do not know | 306 | 0.2% | |
| Chicano | 304 | 0.2% | |
| (Missing) | 874 | 0.4% |
Length
| Max length | 25 |
|---|---|
| Mean length | 9.97289522 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 60.0% | |
| Uppercase_Letter | 8 | 26.7% | |
| Space_Separator | 1 | 3.3% | |
| Open_Punctuation | 1 | 3.3% | |
| Close_Punctuation | 1 | 3.3% | |
| Dash_Punctuation | 1 | 3.3% |
| Value | Count | Frequency (%) | |
| Latin | 26 | 86.7% | |
| Common | 4 | 13.3% |
| Value | Count | Frequency (%) | |
| ASCII | 30 | 100.0% |
sex
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Female | |
|---|---|
| Male |
| Value | Count | Frequency (%) | |
| Female | 103983 | 52.1% | |
| Male | 95539 | 47.9% |
Length
| Max length | 6 |
|---|---|
| Mean length | 5.042321148 |
| Min length | 4 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 4 | 66.7% | |
| Uppercase_Letter | 2 | 33.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
member of a labor union
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| No | 16034 |
| Yes | 3030 |
| Value | Count | Frequency (%) | |
| Not in universe | 180458 | 90.4% | |
| No | 16034 | 8.0% | |
| Yes | 3030 | 1.5% |
Length
| Max length | 15 |
|---|---|
| Mean length | 13.77305761 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 75.0% | |
| Uppercase_Letter | 2 | 16.7% | |
| Space_Separator | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 91.7% | |
| Common | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
reason for unemployment
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Other job loser | 2038 |
| Re-entrant | 2019 |
| Job loser - on layoff | 976 |
| Job leaver | 598 |
| Value | Count | Frequency (%) | |
| Not in universe | 193452 | 97.0% | |
| Other job loser | 2038 | 1.0% | |
| Re-entrant | 2019 | 1.0% | |
| Job loser - on layoff | 976 | 0.5% | |
| Job leaver | 598 | 0.3% | |
| New entrant | 439 | 0.2% |
Length
| Max length | 21 |
|---|---|
| Mean length | 14.95496737 |
| Min length | 10 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 73.9% | |
| Uppercase_Letter | 4 | 17.4% | |
| Space_Separator | 1 | 4.3% | |
| Dash_Punctuation | 1 | 4.3% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 91.3% | |
| Common | 2 | 8.7% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
full or part time employment stat
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Children or Armed Forces | |
|---|---|
| Full-time schedules | |
| Not in labor force | |
| PT for non-econ reasons usually FT | 3322 |
| Unemployed full-time | 2311 |
| Other values (3) | 2577 |
| Value | Count | Frequency (%) | |
| Children or Armed Forces | 123769 | 62.0% | |
| Full-time schedules | 40736 | 20.4% | |
| Not in labor force | 26807 | 13.4% | |
| PT for non-econ reasons usually FT | 3322 | 1.7% | |
| Unemployed full-time | 2311 | 1.2% | |
| PT for econ reasons usually PT | 1209 | 0.6% | |
| Unemployed part- time | 843 | 0.4% | |
| PT for econ reasons usually FT | 525 | 0.3% |
Length
| Max length | 34 |
|---|---|
| Mean length | 22.33266006 |
| Min length | 18 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 66.7% | |
| Uppercase_Letter | 7 | 25.9% | |
| Space_Separator | 1 | 3.7% | |
| Dash_Punctuation | 1 | 3.7% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 92.6% | |
| Common | 2 | 7.4% |
| Value | Count | Frequency (%) | |
| ASCII | 27 | 100.0% |
| Distinct count | 132 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 434.72116859293715 |
|---|---|
| Minimum | 0 |
| Maximum | 99999 |
| Zeros | 192143 |
| Zeros (%) | 96.3% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4697.542951 |
|---|---|
| Coefficient of variation (CV) | 10.80587579 |
| Kurtosis | 393.0608462 |
| Mean | 434.7211686 |
| Median Absolute Deviation (MAD) | 837.3339304 |
| Skewness | 18.99077459 |
| Sum | 86736437 |
| Variance | 22066909.78 |
| Value | Count | Frequency (%) | |
| 0 | 192143 | 96.3% | |
| 15024 | 788 | 0.4% | |
| 7688 | 609 | 0.3% | |
| 7298 | 582 | 0.3% | |
| 99999 | 390 | 0.2% | |
| 3103 | 237 | 0.1% | |
| 5178 | 207 | 0.1% | |
| 5013 | 158 | 0.1% | |
| 4386 | 151 | 0.1% | |
| 3325 | 121 | 0.1% | |
| Other values (122) | 4136 | 2.1% |
| Value | Count | Frequency (%) | |
| 0 | 192143 | 96.3% | |
| 114 | 11 | < 0.1% | |
| 401 | 33 | < 0.1% | |
| 594 | 88 | < 0.1% | |
| 914 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 390 | 0.2% | |
| 41310 | 2 | < 0.1% | |
| 34095 | 11 | < 0.1% | |
| 27828 | 94 | < 0.1% | |
| 25236 | 23 | < 0.1% |
| Distinct count | 113 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.313975401208886 |
|---|---|
| Minimum | 0 |
| Maximum | 4608 |
| Zeros | 195616 |
| Zeros (%) | 98.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4608 |
| Range | 4608 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 271.8970969 |
|---|---|
| Coefficient of variation (CV) | 7.286736242 |
| Kurtosis | 61.63260032 |
| Mean | 37.3139754 |
| Median Absolute Deviation (MAD) | 73.16697519 |
| Skewness | 7.632544603 |
| Sum | 7444959 |
| Variance | 73928.03131 |
| Value | Count | Frequency (%) | |
| 0 | 195616 | 98.0% | |
| 1902 | 407 | 0.2% | |
| 1977 | 381 | 0.2% | |
| 1887 | 364 | 0.2% | |
| 1602 | 193 | 0.1% | |
| 2415 | 122 | 0.1% | |
| 1485 | 95 | < 0.1% | |
| 1848 | 88 | < 0.1% | |
| 1876 | 87 | < 0.1% | |
| 1672 | 85 | < 0.1% | |
| Other values (103) | 2084 | 1.0% |
| Value | Count | Frequency (%) | |
| 0 | 195616 | 98.0% | |
| 155 | 1 | < 0.1% | |
| 213 | 10 | < 0.1% | |
| 323 | 10 | < 0.1% | |
| 419 | 29 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4608 | 4 | < 0.1% | |
| 4356 | 30 | < 0.1% | |
| 3900 | 2 | < 0.1% | |
| 3770 | 5 | < 0.1% | |
| 3683 | 4 | < 0.1% |
| Distinct count | 1478 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.53052294985014 |
|---|---|
| Minimum | 0 |
| Maximum | 99999 |
| Zeros | 178381 |
| Zeros (%) | 89.4% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 400 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1984.168581 |
|---|---|
| Coefficient of variation (CV) | 10.0448708 |
| Kurtosis | 1090.558326 |
| Mean | 197.5305229 |
| Median Absolute Deviation (MAD) | 364.2574674 |
| Skewness | 27.78643274 |
| Sum | 39411685 |
| Variance | 3936924.959 |
| Value | Count | Frequency (%) | |
| 0 | 178381 | 89.4% | |
| 100 | 1148 | 0.6% | |
| 500 | 1030 | 0.5% | |
| 1000 | 894 | 0.4% | |
| 200 | 866 | 0.4% | |
| 50 | 832 | 0.4% | |
| 2000 | 574 | 0.3% | |
| 250 | 555 | 0.3% | |
| 150 | 549 | 0.3% | |
| 300 | 523 | 0.3% | |
| Other values (1468) | 14170 | 7.1% |
| Value | Count | Frequency (%) | |
| 0 | 178381 | 89.4% | |
| 1 | 472 | 0.2% | |
| 2 | 193 | 0.1% | |
| 3 | 129 | 0.1% | |
| 4 | 75 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 25 | < 0.1% | |
| 95095 | 1 | < 0.1% | |
| 75000 | 5 | < 0.1% | |
| 70000 | 3 | < 0.1% | |
| 66621 | 2 | < 0.1% |
tax filer stat
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Nonfiler | |
|---|---|
| Joint both under 65 | |
| Single | |
| Joint both 65+ | 8332 |
| Head of household | 7426 |
| Value | Count | Frequency (%) | |
| Nonfiler | 75093 | 37.6% | |
| Joint both under 65 | 67383 | 33.8% | |
| Single | 37421 | 18.8% | |
| Joint both 65+ | 8332 | 4.2% | |
| Head of household | 7426 | 3.7% | |
| Joint one under 65 & one 65+ | 3867 | 1.9% |
Length
| Max length | 28 |
|---|---|
| Mean length | 12.31299305 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 15 | 62.5% | |
| Uppercase_Letter | 4 | 16.7% | |
| Decimal_Number | 2 | 8.3% | |
| Space_Separator | 1 | 4.2% | |
| Other_Punctuation | 1 | 4.2% | |
| Math_Symbol | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 79.2% | |
| Common | 5 | 20.8% |
| Value | Count | Frequency (%) | |
| ASCII | 24 | 100.0% |
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| South | 4889 |
| West | 4074 |
| Midwest | 3575 |
| Northeast | 2705 |
| Value | Count | Frequency (%) | |
| Not in universe | 183749 | 92.1% | |
| South | 4889 | 2.5% | |
| West | 4074 | 2.0% | |
| Midwest | 3575 | 1.8% | |
| Northeast | 2705 | 1.4% | |
| Abroad | 530 | 0.3% |
Length
| Max length | 15 |
|---|---|
| Mean length | 14.28176341 |
| Min length | 4 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 70.0% | |
| Uppercase_Letter | 5 | 25.0% | |
| Space_Separator | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 95.0% | |
| Common | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
| Distinct count | 51 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| California | 1714 |
| Utah | 1063 |
| Florida | 849 |
| North Carolina | 812 |
| Other values (46) | 11335 |
| Value | Count | Frequency (%) | |
| Not in universe | 183749 | 92.1% | |
| California | 1714 | 0.9% | |
| Utah | 1063 | 0.5% | |
| Florida | 849 | 0.4% | |
| North Carolina | 812 | 0.4% | |
| ? | 708 | 0.4% | |
| Abroad | 671 | 0.3% | |
| Oklahoma | 626 | 0.3% | |
| Minnesota | 576 | 0.3% | |
| Indiana | 533 | 0.3% | |
| Other values (41) | 8221 | 4.1% |
Length
| Max length | 20 |
|---|---|
| Mean length | 14.45687192 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 24 | 52.2% | |
| Uppercase_Letter | 20 | 43.5% | |
| Space_Separator | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 44 | 95.7% | |
| Common | 2 | 4.3% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
| Distinct count | 38 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Householder | |
|---|---|
| Child <18 never marr not in subfamily | |
| Spouse of householder | |
| Nonfamily householder | |
| Child 18+ never marr Not in a subfamily | |
| Other values (33) |
| Value | Count | Frequency (%) | |
| Householder | 53248 | 26.7% | |
| Child <18 never marr not in subfamily | 50326 | 25.2% | |
| Spouse of householder | 41695 | 20.9% | |
| Nonfamily householder | 22213 | 11.1% | |
| Child 18+ never marr Not in a subfamily | 12030 | 6.0% | |
| Secondary individual | 6122 | 3.1% | |
| Other Rel 18+ ever marr not in subfamily | 1955 | 1.0% | |
| Grandchild <18 never marr child of subfamily RP | 1868 | 0.9% | |
| Other Rel 18+ never marr not in subfamily | 1728 | 0.9% | |
| Grandchild <18 never marr not in subfamily | 1066 | 0.5% | |
| Other values (28) | 7271 | 3.6% |
Length
| Max length | 47 |
|---|---|
| Mean length | 24.71381101 |
| Min length | 11 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 60.0% | |
| Uppercase_Letter | 9 | 25.7% | |
| Decimal_Number | 2 | 5.7% | |
| Math_Symbol | 2 | 5.7% | |
| Space_Separator | 1 | 2.9% |
| Value | Count | Frequency (%) | |
| Latin | 30 | 85.7% | |
| Common | 5 | 14.3% |
| Value | Count | Frequency (%) | |
| ASCII | 35 | 100.0% |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Householder | |
|---|---|
| Child under 18 never married | |
| Spouse of householder | |
| Child 18 or older | 14430 |
| Other relative of householder | 9702 |
| Other values (3) | 7780 |
| Value | Count | Frequency (%) | |
| Householder | 75475 | 37.8% | |
| Child under 18 never married | 50426 | 25.3% | |
| Spouse of householder | 41709 | 20.9% | |
| Child 18 or older | 14430 | 7.2% | |
| Other relative of householder | 9702 | 4.9% | |
| Nonrelative of householder | 7601 | 3.8% | |
| Group Quarters- Secondary individual | 132 | 0.1% | |
| Child under 18 ever married | 47 | < 0.1% |
Length
| Max length | 36 |
|---|---|
| Mean length | 19.28788304 |
| Min length | 11 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 62.1% | |
| Uppercase_Letter | 7 | 24.1% | |
| Decimal_Number | 2 | 6.9% | |
| Space_Separator | 1 | 3.4% | |
| Dash_Punctuation | 1 | 3.4% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 86.2% | |
| Common | 4 | 13.8% |
| Value | Count | Frequency (%) | |
| ASCII | 29 | 100.0% |
instance weight
Real number (ℝ≥0)
| Distinct count | 99800 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1740.380471226231 |
|---|---|
| Minimum | 37.87 |
| Maximum | 18656.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 37.87 |
|---|---|
| 5-th percentile | 395.341 |
| Q1 | 1061.6075 |
| median | 1618.31 |
| Q3 | 2188.61 |
| 95-th percentile | 3585.9095 |
| Maximum | 18656.3 |
| Range | 18618.43 |
| Interquartile range (IQR) | 1127.0025 |
Descriptive statistics
| Standard deviation | 993.7706421 |
|---|---|
| Coefficient of variation (CV) | 0.5710076954 |
| Kurtosis | 5.412470848 |
| Mean | 1740.380471 |
| Median Absolute Deviation (MAD) | 741.3907709 |
| Skewness | 1.43272897 |
| Sum | 347244192.4 |
| Variance | 987580.0891 |
| Value | Count | Frequency (%) | |
| 1191.21 | 32 | < 0.1% | |
| 1601.4 | 32 | < 0.1% | |
| 1787.34 | 32 | < 0.1% | |
| 753.23 | 32 | < 0.1% | |
| 1317.51 | 31 | < 0.1% | |
| 707.9 | 31 | < 0.1% | |
| 1070.15 | 30 | < 0.1% | |
| 1839.19 | 28 | < 0.1% | |
| 1002.02 | 28 | < 0.1% | |
| 1009.39 | 28 | < 0.1% | |
| Other values (99790) | 199218 | 99.8% |
| Value | Count | Frequency (%) | |
| 37.87 | 1 | < 0.1% | |
| 39.11 | 1 | < 0.1% | |
| 40.67 | 2 | < 0.1% | |
| 42.82 | 2 | < 0.1% | |
| 43.26 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 18656.3 | 1 | < 0.1% | |
| 16349.2 | 1 | < 0.1% | |
| 13911.5 | 1 | < 0.1% | |
| 13145.1 | 1 | < 0.1% | |
| 13114.2 | 1 | < 0.1% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| ? | |
|---|---|
| Nonmover | |
| MSA to MSA | 10601 |
| NonMSA to nonMSA | 2811 |
| Not in universe | 1516 |
| Other values (5) | 2361 |
| Value | Count | Frequency (%) | |
| ? | 99695 | 50.0% | |
| Nonmover | 82538 | 41.4% | |
| MSA to MSA | 10601 | 5.3% | |
| NonMSA to nonMSA | 2811 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| MSA to nonMSA | 790 | 0.4% | |
| NonMSA to MSA | 615 | 0.3% | |
| Abroad to MSA | 453 | 0.2% | |
| Not identifiable | 430 | 0.2% | |
| Abroad to nonMSA | 73 | < 0.1% |
Length
| Max length | 16 |
|---|---|
| Mean length | 4.841205481 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 15 | 71.4% | |
| Uppercase_Letter | 4 | 19.0% | |
| Space_Separator | 1 | 4.8% | |
| Other_Punctuation | 1 | 4.8% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 90.5% | |
| Common | 2 | 9.5% |
| Value | Count | Frequency (%) | |
| ASCII | 21 | 100.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| ? | |
|---|---|
| Nonmover | |
| Same county | 9812 |
| Different county same state | 2797 |
| Not in universe | 1516 |
| Other values (4) | 3164 |
| Value | Count | Frequency (%) | |
| ? | 99695 | 50.0% | |
| Nonmover | 82538 | 41.4% | |
| Same county | 9812 | 4.9% | |
| Different county same state | 2797 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| Different region | 1178 | 0.6% | |
| Different state same division | 991 | 0.5% | |
| Abroad | 530 | 0.3% | |
| Different division same region | 465 | 0.2% |
Length
| Max length | 30 |
|---|---|
| Mean length | 5.166883852 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 73.9% | |
| Uppercase_Letter | 4 | 17.4% | |
| Space_Separator | 1 | 4.3% | |
| Other_Punctuation | 1 | 4.3% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 91.3% | |
| Common | 2 | 8.7% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| ? | |
|---|---|
| Nonmover | |
| Same county | 9812 |
| Different county same state | 2797 |
| Not in universe | 1516 |
| Other values (5) | 3164 |
| Value | Count | Frequency (%) | |
| ? | 99695 | 50.0% | |
| Nonmover | 82538 | 41.4% | |
| Same county | 9812 | 4.9% | |
| Different county same state | 2797 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| Different state in South | 973 | 0.5% | |
| Different state in West | 679 | 0.3% | |
| Different state in Midwest | 551 | 0.3% | |
| Abroad | 530 | 0.3% | |
| Different state in Northeast | 431 | 0.2% |
Length
| Max length | 28 |
|---|---|
| Mean length | 5.186059683 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 69.2% | |
| Uppercase_Letter | 6 | 23.1% | |
| Space_Separator | 1 | 3.8% | |
| Other_Punctuation | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 92.3% | |
| Common | 2 | 7.7% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe under 1 year old | |
|---|---|
| Yes | |
| No | 15773 |
| Value | Count | Frequency (%) | |
| Not in universe under 1 year old | 101211 | 50.7% | |
| Yes | 82538 | 41.4% | |
| No | 15773 | 7.9% |
Length
| Max length | 32 |
|---|---|
| Mean length | 17.63169976 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 13 | 76.5% | |
| Uppercase_Letter | 2 | 11.8% | |
| Space_Separator | 1 | 5.9% | |
| Decimal_Number | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Latin | 15 | 88.2% | |
| Common | 2 | 11.8% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| ? | |
|---|---|
| Not in universe | |
| No | 9987 |
| Yes | 5786 |
| Value | Count | Frequency (%) | |
| ? | 99695 | 50.0% | |
| Not in universe | 84054 | 42.1% | |
| No | 9987 | 5.0% | |
| Yes | 5786 | 2.9% |
Length
| Max length | 15 |
|---|---|
| Mean length | 7.005929171 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 69.2% | |
| Uppercase_Letter | 2 | 15.4% | |
| Space_Separator | 1 | 7.7% | |
| Other_Punctuation | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 84.6% | |
| Common | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.956190294804583 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 95982 |
| Zeros (%) | 48.1% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.365127378 |
|---|---|
| Coefficient of variation (CV) | 1.209047701 |
| Kurtosis | -1.082258102 |
| Mean | 1.956190295 |
| Median Absolute Deviation (MAD) | 2.10358415 |
| Skewness | 0.7515530618 |
| Sum | 390303 |
| Variance | 5.593827514 |
| Value | Count | Frequency (%) | |
| 0 | 95982 | 48.1% | |
| 6 | 36511 | 18.3% | |
| 1 | 23109 | 11.6% | |
| 4 | 14379 | 7.2% | |
| 3 | 13425 | 6.7% | |
| 2 | 10081 | 5.1% | |
| 5 | 6035 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 95982 | 48.1% | |
| 1 | 23109 | 11.6% | |
| 2 | 10081 | 5.1% | |
| 3 | 13425 | 6.7% | |
| 4 | 14379 | 7.2% |
| Value | Count | Frequency (%) | |
| 6 | 36511 | 18.3% | |
| 5 | 6035 | 3.0% | |
| 4 | 14379 | 7.2% | |
| 3 | 13425 | 6.7% | |
| 2 | 10081 | 5.1% |
family members under 18
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Both parents present | |
| Mother only present | 12772 |
| Father only present | 1883 |
| Neither parent present | 1653 |
| Value | Count | Frequency (%) | |
| Not in universe | 144231 | 72.3% | |
| Both parents present | 38983 | 19.5% | |
| Mother only present | 12772 | 6.4% | |
| Father only present | 1883 | 0.9% | |
| Neither parent present | 1653 | 0.8% |
Length
| Max length | 22 |
|---|---|
| Mean length | 16.32870561 |
| Min length | 15 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 73.7% | |
| Uppercase_Letter | 4 | 21.1% | |
| Space_Separator | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| Latin | 18 | 94.7% | |
| Common | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| ASCII | 19 | 100.0% |
country of birth father
Categorical
| Distinct count | 43 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 10008 |
| ? | 6713 |
| Puerto-Rico | 2680 |
| Italy | 2212 |
| Other values (38) | 18747 |
| Value | Count | Frequency (%) | |
| United-States | 159162 | 79.8% | |
| Mexico | 10008 | 5.0% | |
| ? | 6713 | 3.4% | |
| Puerto-Rico | 2680 | 1.3% | |
| Italy | 2212 | 1.1% | |
| Canada | 1380 | 0.7% | |
| Germany | 1356 | 0.7% | |
| Dominican-Republic | 1290 | 0.6% | |
| Poland | 1212 | 0.6% | |
| Philippines | 1154 | 0.6% | |
| Other values (33) | 12355 | 6.2% |
Length
| Max length | 28 |
|---|---|
| Mean length | 11.66875332 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 44.7% | |
| Uppercase_Letter | 20 | 42.6% | |
| Other_Punctuation | 2 | 4.3% | |
| Space_Separator | 1 | 2.1% | |
| Open_Punctuation | 1 | 2.1% | |
| Close_Punctuation | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 87.2% | |
| Common | 6 | 12.8% |
| Value | Count | Frequency (%) | |
| ASCII | 47 | 100.0% |
country of birth mother
Categorical
| Distinct count | 43 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 9781 |
| ? | 6119 |
| Puerto-Rico | 2473 |
| Italy | 1844 |
| Other values (38) | 18827 |
| Value | Count | Frequency (%) | |
| United-States | 160478 | 80.4% | |
| Mexico | 9781 | 4.9% | |
| ? | 6119 | 3.1% | |
| Puerto-Rico | 2473 | 1.2% | |
| Italy | 1844 | 0.9% | |
| Canada | 1451 | 0.7% | |
| Germany | 1382 | 0.7% | |
| Philippines | 1231 | 0.6% | |
| Poland | 1110 | 0.6% | |
| El-Salvador | 1108 | 0.6% | |
| Other values (33) | 12545 | 6.3% |
Length
| Max length | 28 |
|---|---|
| Mean length | 11.72126382 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 44.7% | |
| Uppercase_Letter | 20 | 42.6% | |
| Other_Punctuation | 2 | 4.3% | |
| Space_Separator | 1 | 2.1% | |
| Open_Punctuation | 1 | 2.1% | |
| Close_Punctuation | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 87.2% | |
| Common | 6 | 12.8% |
| Value | Count | Frequency (%) | |
| ASCII | 47 | 100.0% |
country of birth self
Categorical
| Distinct count | 43 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 5767 |
| ? | 3393 |
| Puerto-Rico | 1400 |
| Germany | 851 |
| Other values (38) | 11123 |
| Value | Count | Frequency (%) | |
| United-States | 176988 | 88.7% | |
| Mexico | 5767 | 2.9% | |
| ? | 3393 | 1.7% | |
| Puerto-Rico | 1400 | 0.7% | |
| Germany | 851 | 0.4% | |
| Philippines | 845 | 0.4% | |
| Cuba | 837 | 0.4% | |
| Canada | 700 | 0.4% | |
| Dominican-Republic | 690 | 0.3% | |
| El-Salvador | 689 | 0.3% | |
| Other values (33) | 7362 | 3.7% |
Length
| Max length | 28 |
|---|---|
| Mean length | 12.27975361 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 44.7% | |
| Uppercase_Letter | 20 | 42.6% | |
| Other_Punctuation | 2 | 4.3% | |
| Space_Separator | 1 | 2.1% | |
| Open_Punctuation | 1 | 2.1% | |
| Close_Punctuation | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 87.2% | |
| Common | 6 | 12.8% |
| Value | Count | Frequency (%) | |
| ASCII | 47 | 100.0% |
citizenship
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Native- Born in the United States | |
|---|---|
| Foreign born- Not a citizen of U S | 13401 |
| Foreign born- U S citizen by naturalization | 5855 |
| Native- Born abroad of American Parent(s) | 1756 |
| Native- Born in Puerto Rico or U S Outlying | 1519 |
| Value | Count | Frequency (%) | |
| Native- Born in the United States | 176991 | 88.7% | |
| Foreign born- Not a citizen of U S | 13401 | 6.7% | |
| Foreign born- U S citizen by naturalization | 5855 | 2.9% | |
| Native- Born abroad of American Parent(s) | 1756 | 0.9% | |
| Native- Born in Puerto Rico or U S Outlying | 1519 | 0.8% |
Length
| Max length | 43 |
|---|---|
| Mean length | 33.57432263 |
| Min length | 33 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 20 | 60.6% | |
| Uppercase_Letter | 9 | 27.3% | |
| Space_Separator | 1 | 3.0% | |
| Dash_Punctuation | 1 | 3.0% | |
| Open_Punctuation | 1 | 3.0% | |
| Close_Punctuation | 1 | 3.0% |
| Value | Count | Frequency (%) | |
| Latin | 29 | 87.9% | |
| Common | 4 | 12.1% |
| Value | Count | Frequency (%) | |
| ASCII | 33 | 100.0% |
own business or self employed
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 2 | 16153 |
| 1 | 2698 |
| Value | Count | Frequency (%) | |
| 0 | 180671 | 90.6% | |
| 2 | 16153 | 8.1% | |
| 1 | 2698 | 1.4% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
fill inc questionnaire for veteran's admin
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| No | 1593 |
| Yes | 391 |
| Value | Count | Frequency (%) | |
| Not in universe | 197538 | 99.0% | |
| No | 1593 | 0.8% | |
| Yes | 391 | 0.2% |
Length
| Max length | 15 |
|---|---|
| Mean length | 14.87269073 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 75.0% | |
| Uppercase_Letter | 2 | 16.7% | |
| Space_Separator | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 91.7% | |
| Common | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
veterans benefits
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 2 | |
|---|---|
| 0 | |
| 1 | 1984 |
| Value | Count | Frequency (%) | |
| 2 | 150129 | 75.2% | |
| 0 | 47409 | 23.8% | |
| 1 | 1984 | 1.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
| Distinct count | 53 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.175013281743368 |
|---|---|
| Minimum | 0 |
| Maximum | 52 |
| Zeros | 95982 |
| Zeros (%) | 48.1% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 52 |
| 95-th percentile | 52 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 24.41149421 |
|---|---|
| Coefficient of variation (CV) | 1.053354055 |
| Kurtosis | -1.863809327 |
| Mean | 23.17501328 |
| Median Absolute Deviation (MAD) | 23.68275158 |
| Skewness | 0.2101602532 |
| Sum | 4623925 |
| Variance | 595.9210495 |
| Value | Count | Frequency (%) | |
| 0 | 95982 | 48.1% | |
| 52 | 70314 | 35.2% | |
| 40 | 2790 | 1.4% | |
| 50 | 2304 | 1.2% | |
| 26 | 2268 | 1.1% | |
| 48 | 1806 | 0.9% | |
| 12 | 1780 | 0.9% | |
| 30 | 1378 | 0.7% | |
| 20 | 1330 | 0.7% | |
| 8 | 1126 | 0.6% | |
| Other values (43) | 18444 | 9.2% |
| Value | Count | Frequency (%) | |
| 0 | 95982 | 48.1% | |
| 1 | 464 | 0.2% | |
| 2 | 458 | 0.2% | |
| 3 | 417 | 0.2% | |
| 4 | 757 | 0.4% |
| Value | Count | Frequency (%) | |
| 52 | 70314 | 35.2% | |
| 51 | 819 | 0.4% | |
| 50 | 2304 | 1.2% | |
| 49 | 509 | 0.3% | |
| 48 | 1806 | 0.9% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 94 | |
|---|---|
| 95 |
| Value | Count | Frequency (%) | |
| 94 | 99827 | 50.0% | |
| 95 | 99695 | 50.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
label
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| - 50000. | |
|---|---|
| 50000+. | 12382 |
| Value | Count | Frequency (%) | |
| - 50000. | 187140 | 93.8% | |
| 50000+. | 12382 | 6.2% |
Length
| Max length | 8 |
|---|---|
| Mean length | 7.937941681 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 33.3% | |
| Space_Separator | 1 | 16.7% | |
| Dash_Punctuation | 1 | 16.7% | |
| Other_Punctuation | 1 | 16.7% | |
| Math_Symbol | 1 | 16.7% |
| Value | Count | Frequency (%) | |
| Common | 6 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 6 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| age | class of worker | detailed industry recode | detailed occupation recode | education | wage per hour | enroll in edu inst last wk | marital stat | major industry code | major occupation code | race | hispanic origin | sex | member of a labor union | reason for unemployment | full or part time employment stat | capital gains | capital losses | dividends from stocks | tax filer stat | region of previous residence | state of previous residence | detailed household and family stat | detailed household summary in household | instance weight | migration code-change in msa | migration code-change in reg | migration code-move within reg | live in this house 1 year ago | migration prev res in sunbelt | num persons worked for employer | family members under 18 | country of birth father | country of birth mother | country of birth self | citizenship | own business or self employed | fill inc questionnaire for veteran's admin | veterans benefits | weeks worked in year | year | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 58 | Self-employed-not incorporated | 4 | 34 | Some college but no degree | 0 | Not in universe | Divorced | Construction | Precision production craft & repair | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Head of household | South | Arkansas | Householder | Householder | 1053.55 | MSA to MSA | Same county | Same county | No | Yes | 1 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | - 50000. |
| 1 | 18 | Not in universe | 0 | 0 | 10th grade | 0 | High school | Never married | Not in universe or children | Not in universe | Asian or Pacific Islander | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child 18+ never marr Not in a subfamily | Child 18 or older | 991.95 | ? | ? | ? | Not in universe under 1 year old | ? | 0 | Not in universe | Vietnam | Vietnam | Vietnam | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 0 | 95 | - 50000. |
| 2 | 9 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 1758.14 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | - 50000. |
| 3 | 10 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 1069.16 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | - 50000. |
| 4 | 48 | Private | 40 | 10 | Some college but no degree | 1200 | Not in universe | Married-civilian spouse present | Entertainment | Professional specialty | Amer Indian Aleut or Eskimo | All other | Female | No | Not in universe | Full-time schedules | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Spouse of householder | Spouse of householder | 162.61 | ? | ? | ? | Not in universe under 1 year old | ? | 1 | Not in universe | Philippines | United-States | United-States | Native- Born in the United States | 2 | Not in universe | 2 | 52 | 95 | - 50000. |
| 5 | 42 | Private | 34 | 3 | Bachelors degree(BA AB BS) | 0 | Not in universe | Married-civilian spouse present | Finance insurance and real estate | Executive admin and managerial | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 5178 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1535.86 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | - 50000. |
| 6 | 28 | Private | 4 | 40 | High school graduate | 0 | Not in universe | Never married | Construction | Handlers equip cleaners etc | White | All other | Female | Not in universe | Job loser - on layoff | Unemployed full-time | 0 | 0 | 0 | Single | Not in universe | Not in universe | Secondary individual | Nonrelative of householder | 898.83 | ? | ? | ? | Not in universe under 1 year old | ? | 4 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 30 | 95 | - 50000. |
| 7 | 47 | Local government | 43 | 26 | Some college but no degree | 876 | Not in universe | Married-civilian spouse present | Education | Adm support including clerical | White | All other | Female | No | Not in universe | Full-time schedules | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Spouse of householder | Spouse of householder | 1661.53 | ? | ? | ? | Not in universe under 1 year old | ? | 5 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 95 | - 50000. |
| 8 | 34 | Private | 4 | 37 | Some college but no degree | 0 | Not in universe | Married-civilian spouse present | Construction | Machine operators assmblrs & inspctrs | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1146.79 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | - 50000. |
| 9 | 8 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 2466.24 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | - 50000. |
Last rows
| age | class of worker | detailed industry recode | detailed occupation recode | education | wage per hour | enroll in edu inst last wk | marital stat | major industry code | major occupation code | race | hispanic origin | sex | member of a labor union | reason for unemployment | full or part time employment stat | capital gains | capital losses | dividends from stocks | tax filer stat | region of previous residence | state of previous residence | detailed household and family stat | detailed household summary in household | instance weight | migration code-change in msa | migration code-change in reg | migration code-move within reg | live in this house 1 year ago | migration prev res in sunbelt | num persons worked for employer | family members under 18 | country of birth father | country of birth mother | country of birth self | citizenship | own business or self employed | fill inc questionnaire for veteran's admin | veterans benefits | weeks worked in year | year | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 199512 | 57 | Private | 9 | 37 | 9th grade | 0 | Not in universe | Divorced | Manufacturing-durable goods | Machine operators assmblrs & inspctrs | White | Central or South American | Female | Not in universe | Not in universe | Full-time schedules | 0 | 0 | 0 | Single | Not in universe | Not in universe | Householder | Householder | 743.66 | ? | ? | ? | Not in universe under 1 year old | ? | 4 | Not in universe | Dominican-Republic | Dominican-Republic | Dominican-Republic | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 52 | 95 | - 50000. |
| 199513 | 51 | Private | 33 | 19 | 10th grade | 0 | Not in universe | Widowed | Retail trade | Sales | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Single | South | North Dakota | Householder | Householder | 1302.34 | NonMSA to nonMSA | Same county | Same county | No | Yes | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | - 50000. |
| 199514 | 87 | Not in universe | 0 | 0 | High school graduate | 0 | Not in universe | Widowed | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 3255.80 | ? | ? | ? | Not in universe under 1 year old | ? | 0 | Not in universe | ? | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | - 50000. |
| 199515 | 3 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | Black | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | South | Utah | Child under 18 of RP of unrel subfamily | Nonrelative of householder | 2733.75 | MSA to MSA | Same county | Same county | No | Yes | 0 | Mother only present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | - 50000. |
| 199516 | 39 | Private | 43 | 26 | Bachelors degree(BA AB BS) | 0 | Not in universe | Never married | Education | Adm support including clerical | Other | Mexican-American | Male | No | Not in universe | Full-time schedules | 6849 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 908.14 | ? | ? | ? | Not in universe under 1 year old | ? | 6 | Not in universe | Mexico | Mexico | Mexico | Foreign born- Not a citizen of U S | 2 | Not in universe | 2 | 52 | 95 | - 50000. |
| 199517 | 87 | Not in universe | 0 | 0 | 7th and 8th grade | 0 | Not in universe | Married-civilian spouse present | Not in universe or children | Not in universe | White | All other | Male | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Joint both 65+ | Not in universe | Not in universe | Householder | Householder | 955.27 | ? | ? | ? | Not in universe under 1 year old | ? | 0 | Not in universe | Canada | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | - 50000. |
| 199518 | 65 | Self-employed-incorporated | 37 | 2 | 11th grade | 0 | Not in universe | Married-civilian spouse present | Business and repair services | Executive admin and managerial | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 6418 | 0 | 9 | Joint one under 65 & one 65+ | Not in universe | Not in universe | Householder | Householder | 687.19 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 1 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | - 50000. |
| 199519 | 47 | Not in universe | 0 | 0 | Some college but no degree | 0 | Not in universe | Married-civilian spouse present | Not in universe or children | Not in universe | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 157 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1923.03 | ? | ? | ? | Not in universe under 1 year old | ? | 6 | Not in universe | Poland | Poland | Germany | Foreign born- U S citizen by naturalization | 0 | Not in universe | 2 | 52 | 95 | - 50000. |
| 199520 | 16 | Not in universe | 0 | 0 | 10th grade | 0 | High school | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 4664.87 | ? | ? | ? | Not in universe under 1 year old | ? | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | - 50000. |
| 199521 | 32 | Private | 42 | 30 | High school graduate | 0 | Not in universe | Never married | Medical except hospital | Other service | Black | All other | Female | No | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 1830.11 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | ? | ? | ? | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 52 | 94 | - 50000. |